sdoerrich97 / rethinking-model-prototyping-MedMNISTPlusLinks
Official code repository for the paper "Rethinking Model Prototyping through the MedMNIST+ Dataset Collection" @ Scientific Reports
☆12Updated 5 months ago
Alternatives and similar repositories for rethinking-model-prototyping-MedMNISTPlus
Users that are interested in rethinking-model-prototyping-MedMNISTPlus are comparing it to the libraries listed below
Sorting:
- ☆50Updated 3 weeks ago
- Source code for "MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation", MIDL 2023, https:/…☆10Updated 2 years ago
- The medical imaging meta-learning toolbox allows to build models that learn to learn in a setting with diverse tasks. It also provides co…☆41Updated last year
- [MICCAI 2024] HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training☆19Updated 9 months ago
- Official code for Robust T-Loss for Medical Image Segmentation (MICCAI 2023)☆51Updated last year
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆14Updated last year
- ☆72Updated 2 years ago
- Archive for Self-supervised learning in Medical images (A4SM).☆60Updated 3 years ago
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆49Updated 2 years ago
- [IEEE TMI'22] DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images☆19Updated 2 years ago
- [MICCAI'24] Weakly-supervised Medical Image Segmentation with Gaze Annotations☆27Updated last year
- Self-Supervised Pre-Training with Contrastive and Masked Autoencoder Methods for Dealing with Small Datasets in Deep Learning for Medical…☆20Updated 8 months ago
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆56Updated 6 months ago
- AAAI 2022: Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation☆42Updated 2 years ago
- PyTorch model for the Generalized Probabilistic U-Net. For more details see: https://www.melba-journal.org/papers/2023:005.html☆14Updated last year
- ☆64Updated last year
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆104Updated 2 years ago
- [MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)☆40Updated last year
- Codes for "Harmonizing Flows: Unsupervised MR harmonization based on normalizing flows"☆20Updated last year
- Prostate cancer detection from ultrasound using foundation models and domain knowledge☆12Updated last month
- The official implementation of "Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification"☆84Updated last year
- ☆74Updated last year
- MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation☆50Updated last year
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆48Updated last year
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆126Updated 3 weeks ago
- [DALI 2022] "Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study" by Gregory Holste, Song Wang, Ziyu Jian…☆34Updated 2 years ago
- Code base for "On-the-Fly Test-time Adaptation for Medical Image Segmentation"☆30Updated 3 years ago
- [In Progressing]HaN5K: A project to develop foundation models for structure delineation in head and neck radiotherapy based on more than …☆15Updated last year
- Code for the paper "Robust representations for image classification via counterfactual contrastive learning" (Medical Image Analysis) and…☆19Updated 2 months ago
- ☆15Updated 10 months ago